Machine Learning Engineer

CACIChantilly, VA
7d

About The Position

CACI is seeking a Software Developer with AI experience to join our dynamic team. This role will focus on developing and implementing AI solutions to enhance our enterprise-level IT operations. The Developer will work closely with cross-functional teams to design, develop, and deploy AI-driven applications that improve efficiency, automate processes, and provide valuable insights.

Requirements

  • Active TS/SCI clearance with Poly
  • Bachelor's degree in computer science, Software Engineering, Data Science, or related technical field with 5 years of professional experience in software development or machine learning engineering
  • Strong proficiency in Python programming with solid understanding of object-oriented programming (OOP) concepts, design patterns, data structures, and algorithms
  • Experience with development tools and practices including Git version control, Docker containerization, and database management (SQL and/or NoSQL)
  • Knowledge of LLM technologies including exposure to Large Language Models, orchestration frameworks (LangChain, LangGraph)
  • Understanding of RAG architectures and vector databases (ChromaDB, Pinecone, Weaviate, or similar) for building intelligent retrieval systems
  • Strong problem-solving abilities, attention to detail, excellent communication skills, and eagerness to learn in a collaborative team environment

Nice To Haves

  • Master's degree in computer science or related field
  • Experience with cloud platforms (AWS, Azure, or Google Cloud) and knowledge of MLOps practices for ML model deployment and monitoring
  • Experience with container orchestration and DevOps including Kubernetes, Rancher, CI/CD pipelines, and infrastructure automation tools like Ansible
  • Familiarity with enterprise platforms such as ServiceNow, SAP, Tableau, or Splunk
  • Contributions to open-source ML projects and familiarity with Agile development methodologies

Responsibilities

  • Develop and maintain machine learning pipelines and applications using Python and modern ML frameworks
  • Implement and optimize algorithms for large language model (LLM) integration and deployment
  • Build RESTful APIs and microservices to serve ML models in production environments
  • Write clean, maintainable, and well-documented code following object-oriented programming principles
  • Collaborate with cross-functional teams to understand requirements and translate them into technical solutions
  • Work with databases (SQL,NoSQL and Vector) to manage training data, model artifacts, and application state
  • Containerize ML applications using Docker for consistent deployment across environments
  • Utilize Git for version control and participate in code reviews to maintain code quality
  • Conduct testing and debugging of ML applications to ensure reliability and accuracy
  • Support the deployment and monitoring of AI/ML models in cloud environments
  • Stay current with emerging trends in machine learning, LLMs, and AI engineering best practices

Benefits

  • Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives.
  • We offer competitive compensation, benefits and learning and development opportunities.
  • Our broad and competitive mix of benefits options is designed to support and protect employees and their families.
  • At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits.
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